| 2014 | ICASSP | Mixed maps for learning a Kolmogoroff-Nagumo-type average element on the compact Stiefel manifold. | Simone G. O. Fiori, Tetsuya Kaneko, Toshihisa Tanaka |
| 2012 | ICASSP | A method to compute averages over the compact Stiefel manifold. | Tetsuya Kaneko, Toshihisa Tanaka, Simone G. O. Fiori |
| 2012 | IJCNN | Learning on the compact Stiefel manifold by a cayley-transform-based pseudo-retraction map. | Simone G. O. Fiori, Tetsuya Kaneko, Toshihisa Tanaka |
| 2011 | ICONIP | Statistical Nonparametric Bivariate Isotonic Regression by Look-Up-Table-Based Neural Networks. | Simone G. O. Fiori |
| 2010 | ICASSP | A pseudo-Riemannian-gradient approach to the least-squares problem on the real symplectic group. | Simone G. O. Fiori |
| 2010 | ISNN | A Closed-Form Solution to the Problem of Averaging over the Lie Group of Special Orthogonal Matrices. | Simone G. O. Fiori |
| 2009 | IJCNN | Learning averages over the lie group of unitary matrices. | Simone G. O. Fiori |
| 2009 | IJCNN | Learning averages over the lie group of symmetric positive-definite matrices. | Simone G. O. Fiori, Toshihisa Tanaka |
| 2009 | ISCAS | Learning-machines-committee Averages over the Unitary Group of Matrices. | Simone G. O. Fiori, Toshihisa Tanaka |
| 2008 | IJCNN | Generation of pseudorandom numbers with arbitrary distribution by learnable look-up-table-type neural networks. | Simone G. O. Fiori |
| 2008 | IJCNN | Learning stepsize selection for the geodesic-based neural blind deconvolution algorithm. | Simone G. O. Fiori |
| 2008 | ISCAS | An averaging method for a committee of special-orthogonal-group machines. | Simone G. O. Fiori, Toshihisa Tanaka |
| 2007 | ICANN | Neural Learning Algorithms Based on Mappings: The Case of the Unitary Group of Matrices. | Simone G. O. Fiori |
| 2007 | ICASSP | Least Squares Approximate Joint Diagonalization on the Orthogonal Group. | Toshihisa Tanaka, Simone G. O. Fiori |
| 2007 | ISCAS | Neural Learning by Retractions on Manifolds. | Simone G. O. Fiori |
| 2006 | ICASSP | Simultaneous Tracking of the Best Basis in Reduced-Rank Wiener Filter. | Toshihisa Tanaka, Simone G. O. Fiori |
| 2004 | ICCSA | Optical Flow Estimation via Neural Singular Value Decomposition Learning. | Simone G. O. Fiori, Nicoletta Del Buono, Tiziano Politi |
| 2002 | ISCAS | Blind electromagnetic source separation and localization. | Simone G. O. Fiori, Pietro Burrascano |
| 2002 | ISCAS | Nonsymmetric PDF approximation by artificial neurons: application to statistical characterization of reinforced composites. | Simone G. O. Fiori, Pietro Burrascano |
| 2000 | IJCNN | Non-Destructive Test by the Hopfield Network. | S. Barcherini, L. Cipiccia, M. Maggi, Simone G. O. Fiori, Pietro Burrascano |
| 2000 | IJCNN | Stiefel-Grassman Flow (SGF) Learning: Further Results. | Simone G. O. Fiori |
| 2000 | IJCNN | A Neural Network Approach to Maximum Likelihood Estimation for Eddy-Current Back-Scattering NDE Data Inversion. | Simone G. O. Fiori, Pietro Burrascano |
| 2000 | IJCNN | Improved psi-APEX Algorithm for Digital Image Compression. | Simone G. O. Fiori, Saverio Costa, Pietro Burrascano |
| 2000 | ISCAS | Neural MCA for robust beamforming. | Simone G. O. Fiori, Francesco Piazza |
| 1999 | ESANN | A comparison of three PCA neural techniques. | Simone G. O. Fiori, Francesco Piazza |
| 1999 | ICASSP | Weighted least-squares blind deconvolution. | Simone G. O. Fiori, Francesco Piazza |
| 1999 | ICASSP | Complex independent component analysis by nonlinear generalized Hebbian learning with Rayleigh nonlinearity. | Eraldo Pomponi, Simone G. O. Fiori, Francesco Piazza |
| 1999 | IJCNN | Classification of eddy current NDT data by probabilistic neural networks. | M. Angeli, Pietro Burrascano, Ermanno Cardelli, Simone G. O. Fiori, S. Resteghini |
| 1999 | IJCNN | 'Mechanical' neural learning and InfoMax orthonormal independent component analysis. | Simone G. O. Fiori, Pietro Burrascano |
| 1999 | IJCNN | Analytical results on pseudo-polynomial functional-link neural units for blind density shaping. | Simone G. O. Fiori, Pietro Burrascano |
| 1999 | IJCNN | Non-uniform image sampling for robot motion control by the GFS neural algorithm. | Simone G. O. Fiori, Alessandro Faustini, Pietro Burrascano |
| 1999 | ISCAS | An efficient architecture for independent component analysis. | Simone G. O. Fiori, Paola Baldassarri, Francesco Piazza |
| 1999 | ISCAS | Neural blind separation of complex sources by extended Hebbian learning (EGHA). | Simone G. O. Fiori, Francesco Piazza |
| 1999 | ISCAS | A second-order differential system for orthonormal optimization. | Simone G. O. Fiori, Francesco Piazza |
| 1999 | ISCAS | Blind deconvolution by modified Bussgang algorithm. | Simone G. O. Fiori, Aurelio Uncini, Francesco Piazza |
| 1999 | ISCAS | Neural blind separation of complex sources by extended APEX algorithm (EAPEX). | Simone G. O. Fiori, Aurelio Uncini, Francesco Piazza |
| 1997 | ICANN | Application of the MEC Network to Principal Component Analysis and Source Separation. | Simone G. O. Fiori, Aurelio Uncini, Francesco Piazza |
| 1997 | ICASSP | A new IIR-MLP learning algorithm for on-line signal processing. | Paolo Campolucci, Simone G. O. Fiori, Aurelio Uncini, Francesco Piazza |
| 1997 | ICASSP | A new unsupervised neural learning rule for orthonormal signal processing. | Simone G. O. Fiori, Paolo Campolucci, Aurelio Uncini, Francesco Piazza |